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Vector operation tutorials

The following tutorials show you how to implement vector operations.

Generating embeddings from arrays of objects

  • Platform: SmartObserve
  • Model: Amazon Titan
  • Deployment: Amazon Bedrock

Semantic search using byte-quantized vectors

  • Platform: SmartObserve
  • Model: Cohere Embed
  • Deployment: Provider API

Optimizing vector search using Cohere compressed embeddings

  • Platform: SmartObserve
  • Model: Cohere Embed Multilingual v3
  • Deployment: Amazon Bedrock